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We use hierarchical multilevel models to adjust for precinct-level variability, thus directly addressing the question of geographic heterogeneity that arises in the analysis of pedestrian stops.
Future research for this project involves using multilevel models to investigate the potential mediating effect school segregation may have on this relationship.
This paper presents an application of multilevel models to successfully capture both hierarchical structure of crash data and indirect impact of geometric features on crash severity.
Further analysis will utilize multilevel models to more closely examine how timing and contexts of disadvantage additively and multiplicatively affect adult working memory, and will also test underlying mechanisms that might explain these associations.
We used a spatial scan statistic approach, in combination with predicted block group-level disease patterns from multilevel models, to examine geographic variation in prostate cancer grade and stage at diagnosis.
Exploiting data from the German Family Panel (pairfam), we estimate multilevel models to investigate whether the quality of the relationship between parents (G2) and the (grand- parent grand- parent1) predicts the relationship quality of parents (generationeir children (G1).
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We used item response models to confirm the theoretically modeled levels and multilevel modeling to analyze influence factors on FK.
We used multilevel modeling to investigate the relative importance of each factor.
This research used multilevel modeling to investigate the hypothesis that restrained eaters increase dietary restriction when they expect to drink alcohol.
We used Bayesian multilevel modeling to account for the hierarchical structure of the data and assess uncertainty in parameter estimates.
His previous research has focused on using social network analysis and multilevel modeling to examine the role of social support and coping in improving educational outcomes for students and teachers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com